Passangers Profiling Report

Dataset statistics

Number of variables	35
Number of observations	69929
Missing cells	69930
Missing cells (%)	2.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	75.5 MiB
Average record size in memory	1.1 KiB

Variable types

CAT	18
NUM	16
UNSUPPORTED	1

Warnings

`YEAR` has constant value "69929"	Constant
`UNIQUE_CARRIER` has a high cardinality: 266 distinct values	High cardinality
`UNIQUE_CARRIER_NAME` has a high cardinality: 266 distinct values	High cardinality
`UNIQUE_CARRIER_ENTITY` has a high cardinality: 304 distinct values	High cardinality
`CARRIER` has a high cardinality: 267 distinct values	High cardinality
`CARRIER_NAME` has a high cardinality: 268 distinct values	High cardinality
`ORIGIN` has a high cardinality: 868 distinct values	High cardinality
`ORIGIN_CITY_NAME` has a high cardinality: 786 distinct values	High cardinality
`ORIGIN_COUNTRY` has a high cardinality: 135 distinct values	High cardinality
`ORIGIN_COUNTRY_NAME` has a high cardinality: 136 distinct values	High cardinality
`DEST` has a high cardinality: 876 distinct values	High cardinality
`DEST_CITY_NAME` has a high cardinality: 790 distinct values	High cardinality
`DEST_COUNTRY` has a high cardinality: 146 distinct values	High cardinality
`DEST_COUNTRY_NAME` has a high cardinality: 146 distinct values	High cardinality
`ORIGIN_AIRPORT_SEQ_ID` is highly correlated with `ORIGIN_AIRPORT_ID`	High correlation
`ORIGIN_AIRPORT_ID` is highly correlated with `ORIGIN_AIRPORT_SEQ_ID`	High correlation
`DEST_AIRPORT_SEQ_ID` is highly correlated with `DEST_AIRPORT_ID`	High correlation
`DEST_AIRPORT_ID` is highly correlated with `DEST_AIRPORT_SEQ_ID`	High correlation
`MONTH` is highly correlated with `QUARTER`	High correlation
`QUARTER` is highly correlated with `MONTH`	High correlation
`DISTANCE_GROUP` is highly correlated with `DISTANCE`	High correlation
`DISTANCE` is highly correlated with `DISTANCE_GROUP`	High correlation
`Unnamed: 34` has 69929 (100.0%) missing values	Missing
`Unnamed: 34` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`PASSENGERS` has 13401 (19.2%) zeros	Zeros
`FREIGHT` has 33932 (48.5%) zeros	Zeros
`MAIL` has 63875 (91.3%) zeros	Zeros
`CARRIER_GROUP_NEW` has 28525 (40.8%) zeros	Zeros

Reproduction

Analysis started	2022-01-09 19:34:42.359536
Analysis finished	2022-01-09 19:35:14.025255
Duration	31.67 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

PASSENGERS
Real number (ℝ_≥0)

ZEROS

Distinct	12916
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3062.016359
Minimum	0
Maximum	61804
Zeros	13401
Zeros (%)	19.2%
Memory size	546.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11
median	1190
Q3	4650
95-th percentile	11420
Maximum	61804
Range	61804
Interquartile range (IQR)	4639

Descriptive statistics

Standard deviation	4444.937626
Coefficient of variation (CV)	1.451637452
Kurtosis	14.51531621
Mean	3062.016359
Median Absolute Deviation (MAD)	1190
Skewness	2.871505168
Sum	214123742
Variance	19757470.5
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13401	19.2%
2	823	1.2%
1	678	1.0%
4	494	0.7%
3	475	0.7%
5	352	0.5%
6	340	0.5%
8	260	0.4%
7	241	0.3%
9	191	0.3%
10	150	0.2%
11	110	0.2%
48	110	0.2%
12	106	0.2%
45	100	0.1%
47	88	0.1%
50	87	0.1%
13	87	0.1%
15	87	0.1%
49	86	0.1%
46	79	0.1%
14	78	0.1%
43	76	0.1%
51	72	0.1%
42	67	0.1%
Other values (12891)	51291	73.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13401	19.2%
1	678	1.0%
2	823	1.2%
3	475	0.7%
4	494	0.7%
5	352	0.5%
6	340	0.5%
7	241	0.3%
8	260	0.4%
9	191	0.3%

Value	Count	Frequency (%)
61804	1	< 0.1%
61057	1	< 0.1%
60485	1	< 0.1%
59775	1	< 0.1%
58192	1	< 0.1%
58108	1	< 0.1%
57404	1	< 0.1%
56995	1	< 0.1%
56784	1	< 0.1%
56463	1	< 0.1%

FREIGHT
Real number (ℝ_≥0)

ZEROS

Distinct	31690
Distinct (%)	45.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	274477.5046
Minimum	0
Maximum	13844061
Zeros	33932
Zeros (%)	48.5%
Memory size	546.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	121
Q3	195584
95-th percentile	1430669.4
Maximum	13844061
Range	13844061
Interquartile range (IQR)	195584

Descriptive statistics

Standard deviation	761085.906
Coefficient of variation (CV)	2.772853488
Kurtosis	47.30320229
Mean	274477.5046
Median Absolute Deviation (MAD)	121
Skewness	5.730789853
Sum	1.919393742e+10
Variance	5.792517563e+11
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33932	48.5%
1	49	0.1%
2	44	0.1%
220	28	< 0.1%
4	27	< 0.1%
26	24	< 0.1%
11	21	< 0.1%
33	19	< 0.1%
3	19	< 0.1%
22	19	< 0.1%
150	19	< 0.1%
30	18	< 0.1%
9	18	< 0.1%
31	17	< 0.1%
550	17	< 0.1%
110	17	< 0.1%
46	17	< 0.1%
7	17	< 0.1%
51	17	< 0.1%
44	16	< 0.1%
35	16	< 0.1%
55	15	< 0.1%
18	15	< 0.1%
25	14	< 0.1%
40	14	< 0.1%
Other values (31665)	35500	50.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33932	48.5%
1	49	0.1%
2	44	0.1%
3	19	< 0.1%
4	27	< 0.1%
5	9	< 0.1%
6	14	< 0.1%
7	17	< 0.1%
8	14	< 0.1%
9	18	< 0.1%

Value	Count	Frequency (%)
13844061	1	< 0.1%
13665005	1	< 0.1%
13171294	1	< 0.1%
12198622	1	< 0.1%
12108818	1	< 0.1%
12094790	1	< 0.1%
11669654	1	< 0.1%
11494564	1	< 0.1%
11458830	1	< 0.1%
11379535	1	< 0.1%

MAIL
Real number (ℝ_≥0)

ZEROS

Distinct	5254
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3109.367258
Minimum	0
Maximum	779915
Zeros	63875
Zeros (%)	91.3%
Memory size	546.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8069
Maximum	779915
Range	779915
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	20630.39567
Coefficient of variation (CV)	6.63491764
Kurtosis	202.6815452
Mean	3109.367258
Median Absolute Deviation (MAD)	0
Skewness	12.13475072
Sum	217434943
Variance	425613225.6
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63875	91.3%
1	37	0.1%
2	28	< 0.1%
4	16	< 0.1%
12	15	< 0.1%
5	15	< 0.1%
10	14	< 0.1%
6	12	< 0.1%
30	12	< 0.1%
20	12	< 0.1%
11	11	< 0.1%
8	11	< 0.1%
28	11	< 0.1%
19	10	< 0.1%
7	10	< 0.1%
22	9	< 0.1%
24	9	< 0.1%
3	8	< 0.1%
13	8	< 0.1%
26	8	< 0.1%
29	7	< 0.1%
9	7	< 0.1%
23	7	< 0.1%
44	7	< 0.1%
25	7	< 0.1%
Other values (5229)	5763	8.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	63875	91.3%
1	37	0.1%
2	28	< 0.1%
3	8	< 0.1%
4	16	< 0.1%
5	15	< 0.1%
6	12	< 0.1%
7	10	< 0.1%
8	11	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
779915	1	< 0.1%
565337	1	< 0.1%
557189	1	< 0.1%
510851	1	< 0.1%
510767	1	< 0.1%
489308	1	< 0.1%
472671	1	< 0.1%
462001	1	< 0.1%
460125	1	< 0.1%
447446	1	< 0.1%

DISTANCE
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3404
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2859.55083
Minimum	17
Maximum	10503
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	17
5-th percentile	319
Q1	1101
median	1927
Q3	4427
95-th percentile	7247
Maximum	10503
Range	10486
Interquartile range (IQR)	3326

Descriptive statistics

Standard deviation	2240.010511
Coefficient of variation (CV)	0.7833434842
Kurtosis	-0.3687139621
Mean	2859.55083
Median Absolute Deviation (MAD)	1414
Skewness	0.7996518652
Sum	199965530
Variance	5017647.088
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1506	345	0.5%
1117	287	0.4%
1388	286	0.4%
1554	272	0.4%
1017	235	0.3%
911	216	0.3%
436	215	0.3%
6485	212	0.3%
1787	209	0.3%
1553	208	0.3%
1307	204	0.3%
5995	204	0.3%
2608	200	0.3%
866	198	0.3%
4118	190	0.3%
3819	184	0.3%
1152	183	0.3%
1081	180	0.3%
1276	180	0.3%
7057	176	0.3%
5451	176	0.3%
324	175	0.3%
748	175	0.3%
6552	174	0.2%
453	168	0.2%
Other values (3379)	64677	92.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17	5	< 0.1%
18	2	< 0.1%
19	9	< 0.1%
20	2	< 0.1%
21	4	< 0.1%
29	18	< 0.1%
30	9	< 0.1%
36	1	< 0.1%
37	2	< 0.1%
40	5	< 0.1%

Value	Count	Frequency (%)
10503	1	< 0.1%
10206	1	< 0.1%
10201	24	< 0.1%
10105	1	< 0.1%
9866	11	< 0.1%
9853	60	0.1%
9838	24	< 0.1%
9671	1	< 0.1%
9642	24	< 0.1%
9595	11	< 0.1%

UNIQUE_CARRIER
Categorical

HIGH CARDINALITY

Distinct	266
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

AA	7545
DL	6757
UA	6562
B6	1657
WS	1342
Other values (261)	46066

Common Values
Overview

Value	Count	Frequency (%)
AA	7545	10.8%
DL	6757	9.7%
UA	6562	9.4%
B6	1657	2.4%
WS	1342	1.9%
Y4	1142	1.6%
5X	968	1.4%
AC	947	1.4%
LH	946	1.4%
EV	936	1.3%
KE	924	1.3%
5Y	905	1.3%
OO	902	1.3%
WN	870	1.2%
FX	853	1.2%
09Q	764	1.1%
NK	717	1.0%
AM	678	1.0%
DY	675	1.0%
YX	647	0.9%
VJT	641	0.9%
WL	625	0.9%
ABX	613	0.9%
13Q	611	0.9%
CV	610	0.9%
Other values (241)	30092	43.0%

Frequencies of value counts

Unique

Unique	4 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	2.099000415
Min length	2

Overview of Unicode Properties

Unique unicode characters	36
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	29255	19.9%
L	10792	7.4%
D	8382	5.7%
U	7908	5.4%
Q	7216	4.9%
X	5255	3.6%
K	5002	3.4%
V	4877	3.3%
S	4820	3.3%
Y	4754	3.2%
W	4455	3.0%
B	4366	3.0%
E	4263	2.9%
C	3704	2.5%
M	3373	2.3%
O	3101	2.1%
F	2797	1.9%
5	2444	1.7%
N	2393	1.6%
4	2383	1.6%
6	2360	1.6%
R	2268	1.5%
P	2180	1.5%
H	2163	1.5%
T	1959	1.3%
Other values (11)	14311	9.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	131616	89.7%
Decimal Number	15165	10.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	29255	22.2%
L	10792	8.2%
D	8382	6.4%
U	7908	6.0%
Q	7216	5.5%
X	5255	4.0%
K	5002	3.8%
V	4877	3.7%
S	4820	3.7%
Y	4754	3.6%
W	4455	3.4%
B	4366	3.3%
E	4263	3.2%
C	3704	2.8%
M	3373	2.6%
O	3101	2.4%
F	2797	2.1%
N	2393	1.8%
R	2268	1.7%
P	2180	1.7%
H	2163	1.6%
T	1959	1.5%
J	1850	1.4%
Z	1724	1.3%
I	1659	1.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	2444	16.1%
4	2383	15.7%
6	2360	15.6%
9	1705	11.2%
3	1613	10.6%
0	1519	10.0%
1	1440	9.5%
7	896	5.9%
2	439	2.9%
8	366	2.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	131616	89.7%
Common	15165	10.3%

Most frequent Latin characters

Value	Count	Frequency (%)
A	29255	22.2%
L	10792	8.2%
D	8382	6.4%
U	7908	6.0%
Q	7216	5.5%
X	5255	4.0%
K	5002	3.8%
V	4877	3.7%
S	4820	3.7%
Y	4754	3.6%
W	4455	3.4%
B	4366	3.3%
E	4263	3.2%
C	3704	2.8%
M	3373	2.6%
O	3101	2.4%
F	2797	2.1%
N	2393	1.8%
R	2268	1.7%
P	2180	1.7%
H	2163	1.6%
T	1959	1.5%
J	1850	1.4%
Z	1724	1.3%
I	1659	1.3%

Most frequent Common characters

Value	Count	Frequency (%)
5	2444	16.1%
4	2383	15.7%
6	2360	15.6%
9	1705	11.2%
3	1613	10.6%
0	1519	10.0%
1	1440	9.5%
7	896	5.9%
2	439	2.9%
8	366	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146781	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	29255	19.9%
L	10792	7.4%
D	8382	5.7%
U	7908	5.4%
Q	7216	4.9%
X	5255	3.6%
K	5002	3.4%
V	4877	3.3%
S	4820	3.3%
Y	4754	3.2%
W	4455	3.0%
B	4366	3.0%
E	4263	2.9%
C	3704	2.5%
M	3373	2.3%
O	3101	2.1%
F	2797	1.9%
5	2444	1.7%
N	2393	1.6%
4	2383	1.6%
6	2360	1.6%
R	2268	1.5%
P	2180	1.5%
H	2163	1.5%
T	1959	1.3%
Other values (11)	14311	9.7%

AIRLINE_ID
Real number (ℝ_≥0)

Distinct	266
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20181.13793
Minimum	19393
Maximum	21814
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	19393
5-th percentile	19537
Q1	19790
median	19977
Q3	20392
95-th percentile	21578
Maximum	21814
Range	2421
Interquartile range (IQR)	602

Descriptive statistics

Standard deviation	609.9798074
Coefficient of variation (CV)	0.03022524347
Kurtosis	0.3525488294
Mean	20181.13793
Median Absolute Deviation (MAD)	300
Skewness	1.171025665
Sum	1411246794
Variance	372075.3654
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19805	7545	10.8%
19790	6757	9.7%
19977	6562	9.4%
20409	1657	2.4%
20229	1342	1.9%
21351	1142	1.6%
19917	968	1.4%
19531	947	1.4%
19554	946	1.4%
20366	936	1.3%
19550	924	1.3%
20007	905	1.3%
20304	902	1.3%
19393	870	1.2%
20107	853	1.2%
21161	764	1.1%
20416	717	1.0%
19534	678	1.0%
21579	675	1.0%
20452	647	0.9%
21568	641	0.9%
20310	625	0.9%
20453	613	0.9%
21437	611	0.9%
19545	610	0.9%
Other values (241)	30092	43.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19393	870	1.2%
19531	947	1.4%
19532	462	0.7%
19533	202	0.3%
19534	678	1.0%
19535	58	0.1%
19536	26	< 0.1%
19537	360	0.5%
19538	65	0.1%
19539	123	0.2%

Value	Count	Frequency (%)
21814	2	< 0.1%
21785	1	< 0.1%
21781	6	< 0.1%
21780	2	< 0.1%
21774	10	< 0.1%
21770	8	< 0.1%
21764	23	< 0.1%
21760	10	< 0.1%
21749	16	< 0.1%
21738	14	< 0.1%

UNIQUE_CARRIER_NAME
Categorical

HIGH CARDINALITY

Distinct	266
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

American Airlines Inc.	7545
Delta Air Lines Inc.	6757
United Air Lines Inc.	6562
JetBlue Airways	1657
Westjet	1342
Other values (261)	46066

Common Values
Overview

Value	Count	Frequency (%)
American Airlines Inc.	7545	10.8%
Delta Air Lines Inc.	6757	9.7%
United Air Lines Inc.	6562	9.4%
JetBlue Airways	1657	2.4%
Westjet	1342	1.9%
Concesionaria Vuela Compania De Aviacion SA de CV (Volaris)	1142	1.6%
United Parcel Service	968	1.4%
Air Canada	947	1.4%
Lufthansa German Airlines	946	1.4%
ExpressJet Airlines LLC	936	1.3%
Korean Air Lines Co. Ltd.	924	1.3%
Atlas Air Inc.	905	1.3%
SkyWest Airlines Inc.	902	1.3%
Southwest Airlines Co.	870	1.2%
Federal Express Corporation	853	1.2%
Swift Air, LLC d/b/a Eastern Air Lines d/b/a Eastern	764	1.1%
Spirit Air Lines	717	1.0%
Aeromexico	678	1.0%
Norwegian Air Shuttle ASA	675	1.0%
Republic Airline	647	0.9%
VistaJet Limited	641	0.9%
Caribbean Sun Airlines, Inc. d/b/a World Atlantic Airlines	625	0.9%
ABX Air Inc	613	0.9%
Chartright Air Inc.	611	0.9%
Cargolux Airlines International S.A	610	0.9%
Other values (241)	30092	43.0%

Frequencies of value counts

Unique

Unique	4 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	80
Median length	21
Mean length	22.12840166
Min length	3

Overview of Unicode Properties

Unique unicode characters	61
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	172854	11.2%
i	167386	10.8%
n	134492	8.7%
e	122108	7.9%
r	112625	7.3%
a	98597	6.4%
A	84839	5.5%
s	73584	4.8%
t	61067	3.9%
l	57662	3.7%
c	49524	3.2%
o	42426	2.7%
.	38354	2.5%
I	34095	2.2%
L	31963	2.1%
d	27852	1.8%
C	24140	1.6%
m	18909	1.2%
S	14942	1.0%
u	12793	0.8%
p	12598	0.8%
y	10215	0.7%
b	9428	0.6%
w	9313	0.6%
g	9199	0.6%
Other values (36)	116452	7.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1060383	68.5%
Uppercase Letter	261505	16.9%
Space Separator	172854	11.2%
Other Punctuation	48021	3.1%
Open Punctuation	1865	0.1%
Close Punctuation	1865	0.1%
Dash Punctuation	924	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	84839	32.4%
I	34095	13.0%
L	31963	12.2%
C	24140	9.2%
S	14942	5.7%
D	8873	3.4%
U	8469	3.2%
E	7396	2.8%
V	5916	2.3%
J	5234	2.0%
P	5090	1.9%
B	4873	1.9%
W	3652	1.4%
N	3389	1.3%
G	2961	1.1%
T	2835	1.1%
F	2413	0.9%
M	2152	0.8%
K	1935	0.7%
H	1687	0.6%
R	1594	0.6%
O	1065	0.4%
Q	859	0.3%
X	669	0.3%
Y	283	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	167386	15.8%
n	134492	12.7%
e	122108	11.5%
r	112625	10.6%
a	98597	9.3%
s	73584	6.9%
t	61067	5.8%
l	57662	5.4%
c	49524	4.7%
o	42426	4.0%
d	27852	2.6%
m	18909	1.8%
u	12793	1.2%
p	12598	1.2%
y	10215	1.0%
b	9428	0.9%
w	9313	0.9%
g	9199	0.9%
h	8856	0.8%
v	7161	0.7%
x	3728	0.4%
f	3437	0.3%
k	3332	0.3%
j	2646	0.2%
z	1444	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	172854	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	38354	79.9%
/	7262	15.1%
,	2265	4.7%
&	92	0.2%
'	48	0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	924	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1865	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1865	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1321888	85.4%
Common	225529	14.6%

Most frequent Latin characters

Value	Count	Frequency (%)
i	167386	12.7%
n	134492	10.2%
e	122108	9.2%
r	112625	8.5%
a	98597	7.5%
A	84839	6.4%
s	73584	5.6%
t	61067	4.6%
l	57662	4.4%
c	49524	3.7%
o	42426	3.2%
I	34095	2.6%
L	31963	2.4%
d	27852	2.1%
C	24140	1.8%
m	18909	1.4%
S	14942	1.1%
u	12793	1.0%
p	12598	1.0%
y	10215	0.8%
b	9428	0.7%
w	9313	0.7%
g	9199	0.7%
D	8873	0.7%
h	8856	0.7%
Other values (27)	84402	6.4%

Most frequent Common characters

Value	Count	Frequency (%)
	172854	76.6%
.	38354	17.0%
/	7262	3.2%
,	2265	1.0%
(	1865	0.8%
)	1865	0.8%
-	924	0.4%
&	92	< 0.1%
'	48	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1547417	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	172854	11.2%
i	167386	10.8%
n	134492	8.7%
e	122108	7.9%
r	112625	7.3%
a	98597	6.4%
A	84839	5.5%
s	73584	4.8%
t	61067	3.9%
l	57662	3.7%
c	49524	3.2%
o	42426	2.7%
.	38354	2.5%
I	34095	2.2%
L	31963	2.1%
d	27852	1.8%
C	24140	1.6%
m	18909	1.2%
S	14942	1.0%
u	12793	0.8%
p	12598	0.8%
y	10215	0.7%
b	9428	0.6%
w	9313	0.6%
g	9199	0.6%
Other values (36)	116452	7.5%

UNIQUE_CARRIER_ENTITY
Categorical

HIGH CARDINALITY

Distinct	304
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

10050	4528
10876	3252
10260	2910
10261	2376
10049	2059
Other values (299)	54804

Common Values
Overview

Value	Count	Frequency (%)
10050	4528	6.5%
10876	3252	4.7%
10260	2910	4.2%
10261	2376	3.4%
10049	2059	2.9%
16673	1657	2.4%
10874	1413	2.0%
10877	1349	1.9%
9900Y	1342	1.9%
71072	1142	1.6%
10262	1076	1.5%
9900A	947	1.4%
9429D	946	1.4%
9778A	924	1.3%
16087	905	1.3%
11033	870	1.2%
01130	764	1.1%
9148B	678	1.0%
16831	677	1.0%
71127	675	1.0%
11029	647	0.9%
71123	641	0.9%
16076	625	0.9%
06700	619	0.9%
10052	618	0.9%
Other values (279)	36289	51.9%

Frequencies of value counts

Unique

Unique	7 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Overview of Unicode Properties

Unique unicode characters	29
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	71684	20.5%
1	67799	19.4%
9	36335	10.4%
7	34867	10.0%
6	33827	9.7%
2	21122	6.0%
8	19200	5.5%
4	15873	4.5%
3	15275	4.4%
5	12799	3.7%
A	9870	2.8%
B	3756	1.1%
D	1522	0.4%
Y	1342	0.4%
E	1054	0.3%
G	734	0.2%
C	650	0.2%
L	503	0.1%
K	358	0.1%
W	356	0.1%
F	278	0.1%
H	164	< 0.1%
Z	80	< 0.1%
I	62	< 0.1%
P	62	< 0.1%
Other values (4)	73	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	328781	94.0%
Uppercase Letter	20864	6.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	71684	21.8%
1	67799	20.6%
9	36335	11.1%
7	34867	10.6%
6	33827	10.3%
2	21122	6.4%
8	19200	5.8%
4	15873	4.8%
3	15275	4.6%
5	12799	3.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	9870	47.3%
B	3756	18.0%
D	1522	7.3%
Y	1342	6.4%
E	1054	5.1%
G	734	3.5%
C	650	3.1%
L	503	2.4%
K	358	1.7%
W	356	1.7%
F	278	1.3%
H	164	0.8%
Z	80	0.4%
I	62	0.3%
P	62	0.3%
M	24	0.1%
U	24	0.1%
J	24	0.1%
T	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	328781	94.0%
Latin	20864	6.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	71684	21.8%
1	67799	20.6%
9	36335	11.1%
7	34867	10.6%
6	33827	10.3%
2	21122	6.4%
8	19200	5.8%
4	15873	4.8%
3	15275	4.6%
5	12799	3.9%

Most frequent Latin characters

Value	Count	Frequency (%)
A	9870	47.3%
B	3756	18.0%
D	1522	7.3%
Y	1342	6.4%
E	1054	5.1%
G	734	3.5%
C	650	3.1%
L	503	2.4%
K	358	1.7%
W	356	1.7%
F	278	1.3%
H	164	0.8%
Z	80	0.4%
I	62	0.3%
P	62	0.3%
M	24	0.1%
U	24	0.1%
J	24	0.1%
T	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	349645	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	71684	20.5%
1	67799	19.4%
9	36335	10.4%
7	34867	10.0%
6	33827	9.7%
2	21122	6.0%
8	19200	5.5%
4	15873	4.5%
3	15275	4.4%
5	12799	3.7%
A	9870	2.8%
B	3756	1.1%
D	1522	0.4%
Y	1342	0.4%
E	1054	0.3%
G	734	0.2%
C	650	0.2%
L	503	0.1%
K	358	0.1%
W	356	0.1%
F	278	0.1%
H	164	< 0.1%
Z	80	< 0.1%
I	62	< 0.1%
P	62	< 0.1%
Other values (4)	73	< 0.1%

REGION
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

I	33022
L	18606
D	7487
A	6812
P	4002

Value	Count	Frequency (%)
I	33022	47.2%
L	18606	26.6%
D	7487	10.7%
A	6812	9.7%
P	4002	5.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	5
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
I	33022	47.2%
L	18606	26.6%
D	7487	10.7%
A	6812	9.7%
P	4002	5.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	69929	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
I	33022	47.2%
L	18606	26.6%
D	7487	10.7%
A	6812	9.7%
P	4002	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	69929	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
I	33022	47.2%
L	18606	26.6%
D	7487	10.7%
A	6812	9.7%
P	4002	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69929	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
I	33022	47.2%
L	18606	26.6%
D	7487	10.7%
A	6812	9.7%
P	4002	5.7%

CARRIER
Categorical

HIGH CARDINALITY

Distinct	267
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

AA	7545
DL	6757
UA	6562
B6	1657
WS	1342
Other values (262)	46066

Common Values
Overview

Value	Count	Frequency (%)
AA	7545	10.8%
DL	6757	9.7%
UA	6562	9.4%
B6	1657	2.4%
WS	1342	1.9%
Y4	1142	1.6%
5X	968	1.4%
AC	947	1.4%
LH	946	1.4%
EV	936	1.3%
KE	924	1.3%
5Y	905	1.3%
OO	902	1.3%
WN	870	1.2%
FX	853	1.2%
09Q	764	1.1%
NK	717	1.0%
AM	678	1.0%
DY	675	1.0%
YX	647	0.9%
VJT	641	0.9%
K8	625	0.9%
ABX	613	0.9%
13Q	611	0.9%
CV	610	0.9%
Other values (242)	30092	43.0%

Frequencies of value counts

Unique

Unique	4 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	2.09934362
Min length	2

Overview of Unicode Properties

Unique unicode characters	36
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	29255	19.9%
L	10143	6.9%
D	8382	5.7%
U	7908	5.4%
Q	7240	4.9%
K	5303	3.6%
X	5255	3.6%
S	5144	3.5%
Y	4754	3.2%
V	4517	3.1%
B	4366	3.0%
E	4263	2.9%
W	3830	2.6%
C	3740	2.5%
M	3373	2.3%
O	3101	2.1%
F	2809	1.9%
R	2592	1.8%
5	2444	1.7%
N	2393	1.6%
4	2383	1.6%
6	2360	1.6%
P	2180	1.5%
H	2127	1.4%
T	1959	1.3%
Other values (11)	14984	10.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	130967	89.2%
Decimal Number	15838	10.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	29255	22.3%
L	10143	7.7%
D	8382	6.4%
U	7908	6.0%
Q	7240	5.5%
K	5303	4.0%
X	5255	4.0%
S	5144	3.9%
Y	4754	3.6%
V	4517	3.4%
B	4366	3.3%
E	4263	3.3%
W	3830	2.9%
C	3740	2.9%
M	3373	2.6%
O	3101	2.4%
F	2809	2.1%
R	2592	2.0%
N	2393	1.8%
P	2180	1.7%
H	2127	1.6%
T	1959	1.5%
J	1850	1.4%
Z	1724	1.3%
I	1659	1.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	2444	15.4%
4	2383	15.0%
6	2360	14.9%
9	1705	10.8%
3	1613	10.2%
0	1519	9.6%
1	1464	9.2%
8	991	6.3%
7	896	5.7%
2	463	2.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	130967	89.2%
Common	15838	10.8%

Most frequent Latin characters

Value	Count	Frequency (%)
A	29255	22.3%
L	10143	7.7%
D	8382	6.4%
U	7908	6.0%
Q	7240	5.5%
K	5303	4.0%
X	5255	4.0%
S	5144	3.9%
Y	4754	3.6%
V	4517	3.4%
B	4366	3.3%
E	4263	3.3%
W	3830	2.9%
C	3740	2.9%
M	3373	2.6%
O	3101	2.4%
F	2809	2.1%
R	2592	2.0%
N	2393	1.8%
P	2180	1.7%
H	2127	1.6%
T	1959	1.5%
J	1850	1.4%
Z	1724	1.3%
I	1659	1.3%

Most frequent Common characters

Value	Count	Frequency (%)
5	2444	15.4%
4	2383	15.0%
6	2360	14.9%
9	1705	10.8%
3	1613	10.2%
0	1519	9.6%
1	1464	9.2%
8	991	6.3%
7	896	5.7%
2	463	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146805	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	29255	19.9%
L	10143	6.9%
D	8382	5.7%
U	7908	5.4%
Q	7240	4.9%
K	5303	3.6%
X	5255	3.6%
S	5144	3.5%
Y	4754	3.2%
V	4517	3.1%
B	4366	3.0%
E	4263	2.9%
W	3830	2.6%
C	3740	2.5%
M	3373	2.3%
O	3101	2.1%
F	2809	1.9%
R	2592	1.8%
5	2444	1.7%
N	2393	1.6%
4	2383	1.6%
6	2360	1.6%
P	2180	1.5%
H	2127	1.4%
T	1959	1.3%
Other values (11)	14984	10.2%

CARRIER_NAME
Categorical

HIGH CARDINALITY

Distinct	268
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

American Airlines Inc.	7545
Delta Air Lines Inc.	6757
United Air Lines Inc.	6562
JetBlue Airways	1657
Westjet	1342
Other values (263)	46066

Common Values
Overview

Value	Count	Frequency (%)
American Airlines Inc.	7545	10.8%
Delta Air Lines Inc.	6757	9.7%
United Air Lines Inc.	6562	9.4%
JetBlue Airways	1657	2.4%
Westjet	1342	1.9%
Concesionaria Vuela Compania De Aviacion SA de CV (Volaris)	1142	1.6%
United Parcel Service	968	1.4%
Air Canada	947	1.4%
Lufthansa German Airlines	946	1.4%
ExpressJet Airlines Inc.	936	1.3%
Korean Air Lines Co. Ltd.	924	1.3%
Atlas Air Inc.	905	1.3%
SkyWest Airlines Inc.	902	1.3%
Southwest Airlines Co.	870	1.2%
Federal Express Corporation	853	1.2%
Swift Air, LLC	764	1.1%
Spirit Air Lines	717	1.0%
Aeromexico	678	1.0%
Norwegian Air Shuttle ASA	675	1.0%
Republic Airlines	647	0.9%
VistaJet Limited	641	0.9%
Caribbean Sun Airlines, Inc. d/b/a World Atlantic Airlines	625	0.9%
ABX Air Inc	613	0.9%
Chartright Air Inc.	611	0.9%
Cargolux Airlines International S.A	610	0.9%
Other values (243)	30092	43.0%

Frequencies of value counts

Unique

Unique	4 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	80
Median length	21
Mean length	21.4900542
Min length	3

Overview of Unicode Properties

Unique unicode characters	61
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	165463	11.0%
i	164801	11.0%
n	131353	8.7%
e	117889	7.8%
r	109250	7.3%
a	94975	6.3%
A	84087	5.6%
s	70729	4.7%
t	58712	3.9%
l	56408	3.8%
c	50242	3.3%
o	42256	2.8%
.	39068	2.6%
I	34503	2.3%
L	29167	1.9%
d	25678	1.7%
C	23119	1.5%
m	18933	1.3%
S	14782	1.0%
u	12664	0.8%
p	12446	0.8%
y	10519	0.7%
w	9605	0.6%
g	9022	0.6%
D	8873	0.6%
Other values (36)	108234	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1033092	68.7%
Uppercase Letter	254762	17.0%
Space Separator	165463	11.0%
Other Punctuation	44807	3.0%
Open Punctuation	1865	0.1%
Close Punctuation	1865	0.1%
Dash Punctuation	924	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	84087	33.0%
I	34503	13.5%
L	29167	11.4%
C	23119	9.1%
S	14782	5.8%
D	8873	3.5%
U	8469	3.3%
V	5690	2.2%
E	5180	2.0%
J	5089	2.0%
P	5062	2.0%
B	4873	1.9%
W	3652	1.4%
N	3389	1.3%
G	2961	1.2%
T	2842	1.1%
F	2413	0.9%
K	1935	0.8%
R	1897	0.7%
M	1877	0.7%
H	1687	0.7%
X	972	0.4%
O	920	0.4%
Q	859	0.3%
Y	283	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
i	164801	16.0%
n	131353	12.7%
e	117889	11.4%
r	109250	10.6%
a	94975	9.2%
s	70729	6.8%
t	58712	5.7%
l	56408	5.5%
c	50242	4.9%
o	42256	4.1%
d	25678	2.5%
m	18933	1.8%
u	12664	1.2%
p	12446	1.2%
y	10519	1.0%
w	9605	0.9%
g	9022	0.9%
h	8742	0.8%
b	7444	0.7%
v	7076	0.7%
x	3844	0.4%
f	3263	0.3%
k	3150	0.3%
j	2646	0.3%
z	1444	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	165463	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	39068	87.2%
/	3552	7.9%
,	2047	4.6%
&	92	0.2%
'	48	0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	924	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1865	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1865	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1287854	85.7%
Common	214924	14.3%

Most frequent Latin characters

Value	Count	Frequency (%)
i	164801	12.8%
n	131353	10.2%
e	117889	9.2%
r	109250	8.5%
a	94975	7.4%
A	84087	6.5%
s	70729	5.5%
t	58712	4.6%
l	56408	4.4%
c	50242	3.9%
o	42256	3.3%
I	34503	2.7%
L	29167	2.3%
d	25678	2.0%
C	23119	1.8%
m	18933	1.5%
S	14782	1.1%
u	12664	1.0%
p	12446	1.0%
y	10519	0.8%
w	9605	0.7%
g	9022	0.7%
D	8873	0.7%
h	8742	0.7%
U	8469	0.7%
Other values (27)	80630	6.3%

Most frequent Common characters

Value	Count	Frequency (%)
	165463	77.0%
.	39068	18.2%
/	3552	1.7%
,	2047	1.0%
(	1865	0.9%
)	1865	0.9%
-	924	0.4%
&	92	< 0.1%
'	48	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1502778	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	165463	11.0%
i	164801	11.0%
n	131353	8.7%
e	117889	7.8%
r	109250	7.3%
a	94975	6.3%
A	84087	5.6%
s	70729	4.7%
t	58712	3.9%
l	56408	3.8%
c	50242	3.3%
o	42256	2.8%
.	39068	2.6%
I	34503	2.3%
L	29167	1.9%
d	25678	1.7%
C	23119	1.5%
m	18933	1.3%
S	14782	1.0%
u	12664	0.8%
p	12446	0.8%
y	10519	0.7%
w	9605	0.6%
g	9022	0.6%
D	8873	0.6%
Other values (36)	108234	7.2%

CARRIER_GROUP
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

3	30516
0	28525
1	5786
2	5102

Value	Count	Frequency (%)
3	30516	43.6%
0	28525	40.8%
1	5786	8.3%
2	5102	7.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
3	30516	43.6%
0	28525	40.8%
1	5786	8.3%
2	5102	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	69929	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	30516	43.6%
0	28525	40.8%
1	5786	8.3%
2	5102	7.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	69929	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
3	30516	43.6%
0	28525	40.8%
1	5786	8.3%
2	5102	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69929	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
3	30516	43.6%
0	28525	40.8%
1	5786	8.3%
2	5102	7.3%

CARRIER_GROUP_NEW
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.664974474
Minimum	0
Maximum	6
Zeros	28525
Zeros (%)	40.8%
Memory size	546.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	3
Maximum	6
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.54645776
Coefficient of variation (CV)	0.9288176991
Kurtosis	-0.8099402765
Mean	1.664974474
Median Absolute Deviation (MAD)	1
Skewness	0.2782118223
Sum	116430
Variance	2.391531604
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	30516	43.6%
0	28525	40.8%
2	5102	7.3%
1	3890	5.6%
6	1487	2.1%
5	230	0.3%
4	179	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28525	40.8%
1	3890	5.6%
2	5102	7.3%
3	30516	43.6%
4	179	0.3%
5	230	0.3%
6	1487	2.1%

Value	Count	Frequency (%)
6	1487	2.1%
5	230	0.3%
4	179	0.3%
3	30516	43.6%
2	5102	7.3%
1	3890	5.6%
0	28525	40.8%

ORIGIN_AIRPORT_ID
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	868
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13109.55137
Minimum	10135
Maximum	16767
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	10135
5-th percentile	10517
Q1	11760
median	13061
Q3	14293
95-th percentile	16232
Maximum	16767
Range	6632
Interquartile range (IQR)	2533

Descriptive statistics

Standard deviation	1664.717776
Coefficient of variation (CV)	0.1269851064
Kurtosis	-0.7775070518
Mean	13109.55137
Median Absolute Deviation (MAD)	1248
Skewness	0.2424509733
Sum	916737818
Variance	2771285.272
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13303	4221	6.0%
12478	2921	4.2%
12892	2587	3.7%
16271	1991	2.8%
13930	1981	2.8%
12266	1454	2.1%
10397	1387	2.0%
11618	1375	2.0%
11298	1160	1.7%
14771	1143	1.6%
11032	1121	1.6%
11697	1020	1.5%
10721	907	1.3%
13252	886	1.3%
16229	884	1.3%
12264	855	1.2%
13204	849	1.2%
12972	845	1.2%
16217	767	1.1%
12277	754	1.1%
12173	726	1.0%
13744	726	1.0%
11760	622	0.9%
14747	621	0.9%
11874	613	0.9%
Other values (843)	37513	53.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10135	3	< 0.1%
10140	6	< 0.1%
10148	13	< 0.1%
10150	35	0.1%
10154	6	< 0.1%
10158	9	< 0.1%
10162	20	< 0.1%
10164	1	< 0.1%
10170	2	< 0.1%
10171	1	< 0.1%

Value	Count	Frequency (%)
16767	1	< 0.1%
16719	3	< 0.1%
16703	1	< 0.1%
16702	1	< 0.1%
16655	1	< 0.1%
16654	1	< 0.1%
16646	1	< 0.1%
16619	4	< 0.1%
16618	1	< 0.1%
16614	3	< 0.1%

ORIGIN_AIRPORT_SEQ_ID
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	887
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1310957.844
Minimum	1013503
Maximum	1676701
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	1013503
5-th percentile	1051703
Q1	1176003
median	1306104
Q3	1429302
95-th percentile	1623202
Maximum	1676701
Range	663198
Interquartile range (IQR)	253299

Descriptive statistics

Standard deviation	166471.6429
Coefficient of variation (CV)	0.1269847415
Kurtosis	-0.777511402
Mean	1310957.844
Median Absolute Deviation (MAD)	124798
Skewness	0.2424494478
Sum	9.167397106e+10
Variance	2.771280788e+10
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1330303	4221	6.0%
1247803	2921	4.2%
1627102	1991	2.8%
1393004	1981	2.8%
1289204	1756	2.5%
1226603	1454	2.1%
1039705	1387	2.0%
1161802	1375	2.0%
1129804	1160	1.7%
1477102	1143	1.6%
1103201	1121	1.6%
1169704	1020	1.5%
1072102	907	1.3%
1325202	886	1.3%
1622902	884	1.3%
1226402	855	1.2%
1320402	849	1.2%
1297204	845	1.2%
1289203	831	1.2%
1621702	767	1.1%
1227702	754	1.1%
1374403	726	1.0%
1217302	726	1.0%
1176003	622	0.9%
1474703	621	0.9%
Other values (862)	38126	54.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1013503	3	< 0.1%
1014003	6	< 0.1%
1014802	13	< 0.1%
1015002	35	0.1%
1015403	6	< 0.1%
1015804	9	< 0.1%
1016202	20	< 0.1%
1016403	1	< 0.1%
1017001	2	< 0.1%
1017102	1	< 0.1%

Value	Count	Frequency (%)
1676701	1	< 0.1%
1671901	3	< 0.1%
1670301	1	< 0.1%
1670201	1	< 0.1%
1665501	1	< 0.1%
1665401	1	< 0.1%
1664601	1	< 0.1%
1661901	4	< 0.1%
1661801	1	< 0.1%
1661401	3	< 0.1%

ORIGIN_CITY_MARKET_ID
Real number (ℝ_≥0)

Distinct	755
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	32436.83558
Minimum	30070
Maximum	36742
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	30070
5-th percentile	30397
Q1	31032
median	32126
Q3	33252
95-th percentile	36106
Maximum	36742
Range	6672
Interquartile range (IQR)	2220

Descriptive statistics

Standard deviation	1665.44292
Coefficient of variation (CV)	0.05134418604
Kurtosis	-0.3238852356
Mean	32436.83558
Median Absolute Deviation (MAD)	1126
Skewness	0.7798506854
Sum	2268275475
Variance	2773700.121
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32467	5279	7.5%
31703	4694	6.7%
32575	2787	4.0%
30977	2141	3.1%
36106	2072	3.0%
31453	1578	2.3%
30397	1399	2.0%
32457	1393	2.0%
30852	1323	1.9%
30194	1225	1.8%
30730	1148	1.6%
31032	1121	1.6%
30721	956	1.4%
33252	942	1.3%
31215	897	1.3%
31454	857	1.2%
32169	854	1.2%
36083	848	1.2%
30559	772	1.1%
31945	755	1.1%
32134	728	1.0%
30920	643	0.9%
31760	622	0.9%
31874	613	0.9%
34309	594	0.8%
Other values (730)	33688	48.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30070	2	< 0.1%
30073	1	< 0.1%
30135	3	< 0.1%
30140	6	< 0.1%
30148	13	< 0.1%
30150	35	0.1%
30154	6	< 0.1%
30158	9	< 0.1%
30162	20	< 0.1%
30164	41	0.1%

Value	Count	Frequency (%)
36742	1	< 0.1%
36698	3	< 0.1%
36684	1	< 0.1%
36683	1	< 0.1%
36639	1	< 0.1%
36638	1	< 0.1%
36630	1	< 0.1%
36603	4	< 0.1%
36602	1	< 0.1%
36598	3	< 0.1%

ORIGIN
Categorical

HIGH CARDINALITY

Distinct	868
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

MIA	4221
JFK	2921
LAX	2587
YYZ	1991
ORD	1981
Other values (863)	56228

Common Values
Overview

Value	Count	Frequency (%)
MIA	4221	6.0%
JFK	2921	4.2%
LAX	2587	3.7%
YYZ	1991	2.8%
ORD	1981	2.8%
IAH	1454	2.1%
ATL	1387	2.0%
EWR	1375	2.0%
DFW	1160	1.7%
SFO	1143	1.6%
CUN	1121	1.6%
FLL	1020	1.5%
BOS	907	1.3%
MEX	886	1.3%
YVR	884	1.3%
IAD	855	1.2%
MCO	849	1.2%
LHR	845	1.2%
YUL	767	1.1%
ICN	754	1.1%
HNL	726	1.0%
NRT	726	1.0%
FRA	622	0.9%
SEA	621	0.9%
GDL	613	0.9%
Other values (843)	37513	53.6%

Frequencies of value counts

Unique

Unique	226 ?
Unique (%)	0.3%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	36
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	19674	9.4%
L	14920	7.1%
M	12830	6.1%
S	11824	5.6%
I	10543	5.0%
D	10280	4.9%
Y	9951	4.7%
R	9201	4.4%
C	8869	4.2%
F	8524	4.1%
O	8524	4.1%
N	7809	3.7%
P	7697	3.7%
G	7282	3.5%
E	7206	3.4%
H	7046	3.4%
T	6883	3.3%
U	6796	3.2%
J	5826	2.8%
X	5590	2.7%
K	5325	2.5%
B	5277	2.5%
W	4669	2.2%
V	3363	1.6%
Z	3183	1.5%
Other values (11)	695	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	209748	> 99.9%
Decimal Number	39	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	19674	9.4%
L	14920	7.1%
M	12830	6.1%
S	11824	5.6%
I	10543	5.0%
D	10280	4.9%
Y	9951	4.7%
R	9201	4.4%
C	8869	4.2%
F	8524	4.1%
O	8524	4.1%
N	7809	3.7%
P	7697	3.7%
G	7282	3.5%
E	7206	3.4%
H	7046	3.4%
T	6883	3.3%
U	6796	3.2%
J	5826	2.8%
X	5590	2.7%
K	5325	2.5%
B	5277	2.5%
W	4669	2.2%
V	3363	1.6%
Z	3183	1.5%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	7	17.9%
2	6	15.4%
5	6	15.4%
6	5	12.8%
7	4	10.3%
3	3	7.7%
4	3	7.7%
9	2	5.1%
8	2	5.1%
0	1	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	209748	> 99.9%
Common	39	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
A	19674	9.4%
L	14920	7.1%
M	12830	6.1%
S	11824	5.6%
I	10543	5.0%
D	10280	4.9%
Y	9951	4.7%
R	9201	4.4%
C	8869	4.2%
F	8524	4.1%
O	8524	4.1%
N	7809	3.7%
P	7697	3.7%
G	7282	3.5%
E	7206	3.4%
H	7046	3.4%
T	6883	3.3%
U	6796	3.2%
J	5826	2.8%
X	5590	2.7%
K	5325	2.5%
B	5277	2.5%
W	4669	2.2%
V	3363	1.6%
Z	3183	1.5%

Most frequent Common characters

Value	Count	Frequency (%)
1	7	17.9%
2	6	15.4%
5	6	15.4%
6	5	12.8%
7	4	10.3%
3	3	7.7%
4	3	7.7%
9	2	5.1%
8	2	5.1%
0	1	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	209787	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	19674	9.4%
L	14920	7.1%
M	12830	6.1%
S	11824	5.6%
I	10543	5.0%
D	10280	4.9%
Y	9951	4.7%
R	9201	4.4%
C	8869	4.2%
F	8524	4.1%
O	8524	4.1%
N	7809	3.7%
P	7697	3.7%
G	7282	3.5%
E	7206	3.4%
H	7046	3.4%
T	6883	3.3%
U	6796	3.2%
J	5826	2.8%
X	5590	2.7%
K	5325	2.5%
B	5277	2.5%
W	4669	2.2%
V	3363	1.6%
Z	3183	1.5%
Other values (11)	695	0.3%

ORIGIN_CITY_NAME
Categorical

HIGH CARDINALITY

Distinct	786
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

Miami, FL	4252
New York, NY	3230
Los Angeles, CA	2587
Chicago, IL	2138
Toronto, Canada	2072
Other values (781)	55650

Common Values
Overview

Value	Count	Frequency (%)
Miami, FL	4252	6.1%
New York, NY	3230	4.6%
Los Angeles, CA	2587	3.7%
Chicago, IL	2138	3.1%
Toronto, Canada	2072	3.0%
Houston, TX	1578	2.3%
Atlanta, GA	1397	2.0%
Newark, NJ	1375	2.0%
Dallas/Fort Worth, TX	1166	1.7%
London, United Kingdom	1148	1.6%
San Francisco, CA	1143	1.6%
Cancun, Mexico	1121	1.6%
Washington, DC	1050	1.5%
Fort Lauderdale, FL	1027	1.5%
Boston, MA	907	1.3%
Vancouver, Canada	897	1.3%
Mexico City, Mexico	886	1.3%
Orlando, FL	857	1.2%
Tokyo, Japan	854	1.2%
Montreal, Canada	848	1.2%
Seoul, South Korea	755	1.1%
Seattle, WA	732	1.0%
Honolulu, HI	728	1.0%
Paris, France	643	0.9%
Frankfurt, Germany	622	0.9%
Other values (761)	35916	51.4%

Frequencies of value counts

Unique

Unique	205 ?
Unique (%)	0.3%

Histogram of lengths of the category

Length

Max length	45
Median length	15
Mean length	15.4310515
Min length	8

Overview of Unicode Properties

Unique unicode characters	58
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	117018	10.8%
	101143	9.4%
o	71119	6.6%
,	70009	6.5%
n	69775	6.5%
i	58154	5.4%
e	57423	5.3%
r	42166	3.9%
t	38840	3.6%
l	34373	3.2%
s	27976	2.6%
C	25826	2.4%
d	25521	2.4%
u	25140	2.3%
c	21515	2.0%
g	18522	1.7%
m	18263	1.7%
M	18024	1.7%
A	17366	1.6%
h	16971	1.6%
L	16822	1.6%
N	14122	1.3%
S	12633	1.2%
F	12264	1.1%
T	11646	1.1%
Other values (33)	136447	12.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	697388	64.6%
Uppercase Letter	207606	19.2%
Space Separator	101143	9.4%
Other Punctuation	72554	6.7%
Dash Punctuation	387	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	25826	12.4%
M	18024	8.7%
A	17366	8.4%
L	16822	8.1%
N	14122	6.8%
S	12633	6.1%
F	12264	5.9%
T	11646	5.6%
P	8162	3.9%
Y	6883	3.3%
H	6568	3.2%
D	6276	3.0%
B	6227	3.0%
I	6205	3.0%
G	5511	2.7%
J	5366	2.6%
K	5175	2.5%
W	3749	1.8%
R	3675	1.8%
X	3406	1.6%
V	3221	1.6%
O	3192	1.5%
U	2217	1.1%
E	1602	0.8%
Z	986	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	117018	16.8%
o	71119	10.2%
n	69775	10.0%
i	58154	8.3%
e	57423	8.2%
r	42166	6.0%
t	38840	5.6%
l	34373	4.9%
s	27976	4.0%
d	25521	3.7%
u	25140	3.6%
c	21515	3.1%
g	18522	2.7%
m	18263	2.6%
h	16971	2.4%
k	8640	1.2%
y	8039	1.2%
p	7226	1.0%
b	7052	1.0%
w	6912	1.0%
x	6899	1.0%
v	4029	0.6%
z	2229	0.3%
f	1850	0.3%
j	1549	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	101143	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	70009	96.5%
/	2056	2.8%
.	450	0.6%
'	39	0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	387	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	904994	83.9%
Common	174084	16.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	117018	12.9%
o	71119	7.9%
n	69775	7.7%
i	58154	6.4%
e	57423	6.3%
r	42166	4.7%
t	38840	4.3%
l	34373	3.8%
s	27976	3.1%
C	25826	2.9%
d	25521	2.8%
u	25140	2.8%
c	21515	2.4%
g	18522	2.0%
m	18263	2.0%
M	18024	2.0%
A	17366	1.9%
h	16971	1.9%
L	16822	1.9%
N	14122	1.6%
S	12633	1.4%
F	12264	1.4%
T	11646	1.3%
k	8640	1.0%
P	8162	0.9%
Other values (27)	116713	12.9%

Most frequent Common characters

Value	Count	Frequency (%)
	101143	58.1%
,	70009	40.2%
/	2056	1.2%
.	450	0.3%
-	387	0.2%
'	39	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1079078	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	117018	10.8%
	101143	9.4%
o	71119	6.6%
,	70009	6.5%
n	69775	6.5%
i	58154	5.4%
e	57423	5.3%
r	42166	3.9%
t	38840	3.6%
l	34373	3.2%
s	27976	2.6%
C	25826	2.4%
d	25521	2.4%
u	25140	2.3%
c	21515	2.0%
g	18522	1.7%
m	18263	1.7%
M	18024	1.7%
A	17366	1.6%
h	16971	1.6%
L	16822	1.6%
N	14122	1.3%
S	12633	1.2%
F	12264	1.1%
T	11646	1.1%
Other values (33)	136447	12.6%

ORIGIN_COUNTRY
Categorical

HIGH CARDINALITY

Distinct	135
Distinct (%)	0.2%
Missing	1
Missing (%)	< 0.1%
Memory size	546.4 KiB

US	35777
CA	6004
MX	4972
GB	1666
JP	1245
Other values (130)	20264

Common Values
Overview

Value	Count	Frequency (%)
US	35777	51.2%
CA	6004	8.6%
MX	4972	7.1%
GB	1666	2.4%
JP	1245	1.8%
DE	1150	1.6%
CN	1120	1.6%
DO	1022	1.5%
BS	848	1.2%
KR	799	1.1%
CO	753	1.1%
FR	717	1.0%
CR	610	0.9%
HK	558	0.8%
BR	556	0.8%
JM	502	0.7%
CU	496	0.7%
IT	472	0.7%
ES	461	0.7%
NL	392	0.6%
HN	376	0.5%
TW	356	0.5%
PA	322	0.5%
IE	315	0.5%
CH	315	0.5%
Other values (110)	8124	11.6%

Frequencies of value counts

Unique

Unique	12 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	2.0000143
Min length	2

Overview of Unicode Properties

Unique unicode characters	28
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
S	38246	27.3%
U	36896	26.4%
C	10124	7.2%
A	7813	5.6%
M	5915	4.2%
X	5175	3.7%
B	3835	2.7%
E	3292	2.4%
R	3249	2.3%
G	2678	1.9%
N	2559	1.8%
D	2412	1.7%
P	2306	1.6%
T	2244	1.6%
O	1974	1.4%
K	1940	1.4%
J	1816	1.3%
H	1674	1.2%
I	1492	1.1%
L	1005	0.7%
F	938	0.7%
W	719	0.5%
V	619	0.4%
Y	362	0.3%
Z	330	0.2%
Other values (3)	246	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	139856	> 99.9%
Lowercase Letter	3	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	38246	27.3%
U	36896	26.4%
C	10124	7.2%
A	7813	5.6%
M	5915	4.2%
X	5175	3.7%
B	3835	2.7%
E	3292	2.4%
R	3249	2.3%
G	2678	1.9%
N	2559	1.8%
D	2412	1.7%
P	2306	1.6%
T	2244	1.6%
O	1974	1.4%
K	1940	1.4%
J	1816	1.3%
H	1674	1.2%
I	1492	1.1%
L	1005	0.7%
F	938	0.7%
W	719	0.5%
V	619	0.4%
Y	362	0.3%
Z	330	0.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	2	66.7%
a	1	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	139859	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
S	38246	27.3%
U	36896	26.4%
C	10124	7.2%
A	7813	5.6%
M	5915	4.2%
X	5175	3.7%
B	3835	2.7%
E	3292	2.4%
R	3249	2.3%
G	2678	1.9%
N	2559	1.8%
D	2412	1.7%
P	2306	1.6%
T	2244	1.6%
O	1974	1.4%
K	1940	1.4%
J	1816	1.3%
H	1674	1.2%
I	1492	1.1%
L	1005	0.7%
F	938	0.7%
W	719	0.5%
V	619	0.4%
Y	362	0.3%
Z	330	0.2%
Other values (3)	246	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	139859	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
S	38246	27.3%
U	36896	26.4%
C	10124	7.2%
A	7813	5.6%
M	5915	4.2%
X	5175	3.7%
B	3835	2.7%
E	3292	2.4%
R	3249	2.3%
G	2678	1.9%
N	2559	1.8%
D	2412	1.7%
P	2306	1.6%
T	2244	1.6%
O	1974	1.4%
K	1940	1.4%
J	1816	1.3%
H	1674	1.2%
I	1492	1.1%
L	1005	0.7%
F	938	0.7%
W	719	0.5%
V	619	0.4%
Y	362	0.3%
Z	330	0.2%
Other values (3)	246	0.2%

ORIGIN_COUNTRY_NAME
Categorical

HIGH CARDINALITY

Distinct	136
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

United States	35777
Canada	6004
Mexico	4972
United Kingdom	1666
Japan	1245
Other values (131)	20265

Common Values
Overview

Value	Count	Frequency (%)
United States	35777	51.2%
Canada	6004	8.6%
Mexico	4972	7.1%
United Kingdom	1666	2.4%
Japan	1245	1.8%
Germany	1150	1.6%
China	1120	1.6%
Dominican Republic	1022	1.5%
The Bahamas	848	1.2%
South Korea	799	1.1%
Colombia	753	1.1%
France	717	1.0%
Costa Rica	610	0.9%
Hong Kong	558	0.8%
Brazil	556	0.8%
Jamaica	502	0.7%
Cuba	496	0.7%
Italy	472	0.7%
Spain	461	0.7%
Netherlands	392	0.6%
Honduras	376	0.5%
Taiwan	356	0.5%
Panama	322	0.5%
Ireland	315	0.5%
Switzerland	315	0.5%
Other values (111)	8125	11.6%

Frequencies of value counts

Unique

Unique	13 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	33
Median length	13
Mean length	10.62248852
Min length	4

Overview of Unicode Properties

Unique unicode characters	50
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	115167	15.5%
e	89968	12.1%
a	84067	11.3%
n	60202	8.1%
i	57650	7.8%
d	50371	6.8%
	45145	6.1%
s	41500	5.6%
S	38784	5.2%
U	37732	5.1%
o	15348	2.1%
c	10143	1.4%
r	10051	1.4%
C	9686	1.3%
m	7845	1.1%
l	7576	1.0%
u	6790	0.9%
M	5452	0.7%
x	5111	0.7%
h	4683	0.6%
g	4227	0.6%
b	3486	0.5%
p	3208	0.4%
K	3177	0.4%
y	2324	0.3%
Other values (25)	23127	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	583262	78.5%
Uppercase Letter	114333	15.4%
Space Separator	45145	6.1%
Other Punctuation	80	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	38784	33.9%
U	37732	33.0%
C	9686	8.5%
M	5452	4.8%
K	3177	2.8%
B	2259	2.0%
T	1903	1.7%
I	1822	1.6%
R	1820	1.6%
G	1795	1.6%
J	1788	1.6%
A	1327	1.2%
D	1199	1.0%
H	1123	1.0%
P	986	0.9%
F	936	0.8%
E	910	0.8%
N	883	0.8%
V	294	0.3%
L	237	0.2%
Q	136	0.1%
Z	84	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	115167	19.7%
e	89968	15.4%
a	84067	14.4%
n	60202	10.3%
i	57650	9.9%
d	50371	8.6%
s	41500	7.1%
o	15348	2.6%
c	10143	1.7%
r	10051	1.7%
m	7845	1.3%
l	7576	1.3%
u	6790	1.2%
x	5111	0.9%
h	4683	0.8%
g	4227	0.7%
b	3486	0.6%
p	3208	0.6%
y	2324	0.4%
z	1255	0.2%
w	998	0.2%
k	544	0.1%
v	469	0.1%
f	156	< 0.1%
q	67	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	45145	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	697595	93.9%
Common	45225	6.1%

Most frequent Latin characters

Value	Count	Frequency (%)
t	115167	16.5%
e	89968	12.9%
a	84067	12.1%
n	60202	8.6%
i	57650	8.3%
d	50371	7.2%
s	41500	5.9%
S	38784	5.6%
U	37732	5.4%
o	15348	2.2%
c	10143	1.5%
r	10051	1.4%
C	9686	1.4%
m	7845	1.1%
l	7576	1.1%
u	6790	1.0%
M	5452	0.8%
x	5111	0.7%
h	4683	0.7%
g	4227	0.6%
b	3486	0.5%
p	3208	0.5%
K	3177	0.5%
y	2324	0.3%
B	2259	0.3%
Other values (23)	20788	3.0%

Most frequent Common characters

Value	Count	Frequency (%)
	45145	99.8%
,	80	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	742820	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	115167	15.5%
e	89968	12.1%
a	84067	11.3%
n	60202	8.1%
i	57650	7.8%
d	50371	6.8%
	45145	6.1%
s	41500	5.6%
S	38784	5.2%
U	37732	5.1%
o	15348	2.1%
c	10143	1.4%
r	10051	1.4%
C	9686	1.3%
m	7845	1.1%
l	7576	1.0%
u	6790	0.9%
M	5452	0.7%
x	5111	0.7%
h	4683	0.6%
g	4227	0.6%
b	3486	0.5%
p	3208	0.4%
K	3177	0.4%
y	2324	0.3%
Other values (25)	23127	3.1%

ORIGIN_WAC
Real number (ℝ_≥0)

Distinct	200
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	259.2269016
Minimum	1
Maximum	975
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	1
5-th percentile	14
Q1	34
median	93
Q3	429
95-th percentile	936
Maximum	975
Range	974
Interquartile range (IQR)	395

Descriptive statistics

Standard deviation	297.2641996
Coefficient of variation (CV)	1.146733606
Kurtosis	0.02090650404
Mean	259.2269016
Median Absolute Deviation (MAD)	71
Skewness	1.192728142
Sum	18127478
Variance	88366.00436
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33	6816	9.7%
148	4972	7.1%
91	4543	6.5%
22	3465	5.0%
74	3400	4.9%
936	2596	3.7%
41	2149	3.1%
21	1673	2.4%
493	1666	2.4%
34	1418	2.0%
736	1245	1.8%
429	1150	1.6%
38	1144	1.6%
906	1134	1.6%
713	1120	1.6%
224	1022	1.5%
13	944	1.3%
941	941	1.3%
204	848	1.2%
93	835	1.2%
916	819	1.2%
2	805	1.2%
778	799	1.1%
327	753	1.1%
23	726	1.0%
Other values (175)	22946	32.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	391	0.6%
2	805	1.2%
3	621	0.9%
4	54	0.1%
5	574	0.8%
11	86	0.1%
12	18	< 0.1%
13	944	1.3%
14	11	< 0.1%
15	48	0.1%

Value	Count	Frequency (%)
975	1	< 0.1%
961	47	0.1%
956	6	< 0.1%
951	125	0.2%
946	28	< 0.1%
941	941	1.3%
936	2596	3.7%
931	3	< 0.1%
926	239	0.3%
921	65	0.1%

DEST_AIRPORT_ID
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	876
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13102.05476
Minimum	10128
Maximum	16751
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	10128
5-th percentile	10411
Q1	11731
median	13043
Q3	14307
95-th percentile	16232
Maximum	16751
Range	6623
Interquartile range (IQR)	2576

Descriptive statistics

Standard deviation	1687.527454
Coefficient of variation (CV)	0.1287986874
Kurtosis	-0.8220488478
Mean	13102.05476
Median Absolute Deviation (MAD)	1269
Skewness	0.2216572534
Sum	916213587
Variance	2847748.909
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13303	3764	5.4%
12478	2893	4.1%
12892	2455	3.5%
16271	1973	2.8%
13930	1845	2.6%
11618	1386	2.0%
10397	1335	1.9%
12266	1318	1.9%
11298	1106	1.6%
14771	1099	1.6%
11032	1040	1.5%
11697	1029	1.5%
10721	919	1.3%
12972	871	1.2%
12264	868	1.2%
16229	859	1.2%
13252	849	1.2%
13204	824	1.2%
12277	799	1.1%
13744	765	1.1%
16217	757	1.1%
11760	648	0.9%
10920	644	0.9%
11874	643	0.9%
12173	614	0.9%
Other values (851)	38626	55.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10128	1	< 0.1%
10135	3	< 0.1%
10136	1	< 0.1%
10140	6	< 0.1%
10144	1	< 0.1%
10148	13	< 0.1%
10150	45	0.1%
10154	3	< 0.1%
10155	1	< 0.1%
10158	7	< 0.1%

Value	Count	Frequency (%)
16751	1	< 0.1%
16732	1	< 0.1%
16719	3	< 0.1%
16702	1	< 0.1%
16646	1	< 0.1%
16599	11	< 0.1%
16575	1	< 0.1%
16526	1	< 0.1%
16523	1	< 0.1%
16484	4	< 0.1%

DEST_AIRPORT_SEQ_ID
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	900
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1310208.175
Minimum	1012803
Maximum	1675101
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	1012803
5-th percentile	1041103
Q1	1173103
median	1304305
Q3	1430702
95-th percentile	1623202
Maximum	1675101
Range	662298
Interquartile range (IQR)	257599

Descriptive statistics

Standard deviation	168752.6202
Coefficient of variation (CV)	0.1287983264
Kurtosis	-0.8220527122
Mean	1310208.175
Median Absolute Deviation (MAD)	126897
Skewness	0.2216556361
Sum	9.162154748e+10
Variance	2.847744682e+10
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1330303	3764	5.4%
1247803	2893	4.1%
1627102	1973	2.8%
1393004	1845	2.6%
1289204	1660	2.4%
1161802	1386	2.0%
1039705	1335	1.9%
1226603	1318	1.9%
1129804	1106	1.6%
1477102	1099	1.6%
1103201	1040	1.5%
1169704	1029	1.5%
1072102	919	1.3%
1297204	871	1.2%
1226402	868	1.2%
1622902	859	1.2%
1325202	849	1.2%
1320402	824	1.2%
1227702	799	1.1%
1289203	795	1.1%
1374403	765	1.1%
1621702	757	1.1%
1176003	648	0.9%
1092003	644	0.9%
1187404	643	0.9%
Other values (875)	39240	56.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1012803	1	< 0.1%
1013503	3	< 0.1%
1013603	1	< 0.1%
1014003	6	< 0.1%
1014402	1	< 0.1%
1014802	13	< 0.1%
1015002	45	0.1%
1015403	3	< 0.1%
1015502	1	< 0.1%
1015804	7	< 0.1%

Value	Count	Frequency (%)
1675101	1	< 0.1%
1673201	1	< 0.1%
1671901	3	< 0.1%
1670201	1	< 0.1%
1664601	1	< 0.1%
1659901	11	< 0.1%
1657501	1	< 0.1%
1652602	1	< 0.1%
1652301	1	< 0.1%
1648401	4	< 0.1%

DEST_CITY_MARKET_ID
Real number (ℝ_≥0)

Distinct	759
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	32444.43863
Minimum	30082
Maximum	36727
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	30082
5-th percentile	30325
Q1	31032
median	32105
Q3	33342
95-th percentile	36106
Maximum	36727
Range	6645
Interquartile range (IQR)	2310

Descriptive statistics

Standard deviation	1683.946484
Coefficient of variation (CV)	0.05190246942
Kurtosis	-0.398038122
Mean	32444.43863
Median Absolute Deviation (MAD)	1128
Skewness	0.7567184243
Sum	2268807149
Variance	2835675.76
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32467	4835	6.9%
31703	4652	6.7%
32575	2606	3.7%
36106	2055	2.9%
30977	2009	2.9%
31453	1449	2.1%
32457	1357	1.9%
30397	1345	1.9%
30852	1272	1.8%
30730	1188	1.7%
30194	1128	1.6%
31032	1040	1.5%
30721	956	1.4%
33252	904	1.3%
32169	903	1.3%
31215	872	1.2%
31454	830	1.2%
36083	823	1.2%
31945	805	1.2%
30559	774	1.1%
30920	732	1.0%
31760	648	0.9%
31874	643	0.9%
32134	621	0.9%
30292	603	0.9%
Other values (734)	34879	49.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
30082	1	< 0.1%
30128	1	< 0.1%
30135	3	< 0.1%
30136	1	< 0.1%
30140	6	< 0.1%
30144	1	< 0.1%
30148	13	< 0.1%
30150	45	0.1%
30154	3	< 0.1%
30155	1	< 0.1%

Value	Count	Frequency (%)
36727	1	< 0.1%
36711	1	< 0.1%
36698	3	< 0.1%
36683	1	< 0.1%
36630	1	< 0.1%
36583	11	< 0.1%
36561	1	< 0.1%
36516	1	< 0.1%
36513	1	< 0.1%
36474	4	< 0.1%

DEST
Categorical

HIGH CARDINALITY

Distinct	876
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

MIA	3764
JFK	2893
LAX	2455
YYZ	1973
ORD	1845
Other values (871)	56999

Common Values
Overview

Value	Count	Frequency (%)
MIA	3764	5.4%
JFK	2893	4.1%
LAX	2455	3.5%
YYZ	1973	2.8%
ORD	1845	2.6%
EWR	1386	2.0%
ATL	1335	1.9%
IAH	1318	1.9%
DFW	1106	1.6%
SFO	1099	1.6%
CUN	1040	1.5%
FLL	1029	1.5%
BOS	919	1.3%
LHR	871	1.2%
IAD	868	1.2%
YVR	859	1.2%
MEX	849	1.2%
MCO	824	1.2%
ICN	799	1.1%
NRT	765	1.1%
YUL	757	1.1%
FRA	648	0.9%
CDG	644	0.9%
GDL	643	0.9%
HNL	614	0.9%
Other values (851)	38626	55.2%

Frequencies of value counts

Unique

Unique	217 ?
Unique (%)	0.3%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	19558	9.3%
L	14613	7.0%
M	12746	6.1%
S	12445	5.9%
D	10343	4.9%
I	10190	4.9%
Y	10080	4.8%
R	9144	4.4%
C	8982	4.3%
F	8508	4.1%
O	8411	4.0%
N	7928	3.8%
P	7600	3.6%
E	7212	3.4%
G	7163	3.4%
T	6969	3.3%
H	6863	3.3%
U	6836	3.3%
J	5983	2.9%
X	5536	2.6%
B	5471	2.6%
K	5309	2.5%
W	4693	2.2%
Z	3279	1.6%
V	3269	1.6%
Other values (6)	656	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	209779	> 99.9%
Decimal Number	8	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	19558	9.3%
L	14613	7.0%
M	12746	6.1%
S	12445	5.9%
D	10343	4.9%
I	10190	4.9%
Y	10080	4.8%
R	9144	4.4%
C	8982	4.3%
F	8508	4.1%
O	8411	4.0%
N	7928	3.8%
P	7600	3.6%
E	7212	3.4%
G	7163	3.4%
T	6969	3.3%
H	6863	3.3%
U	6836	3.3%
J	5983	2.9%
X	5536	2.6%
B	5471	2.6%
K	5309	2.5%
W	4693	2.2%
Z	3279	1.6%
V	3269	1.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	3	37.5%
8	2	25.0%
3	1	12.5%
4	1	12.5%
7	1	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	209779	> 99.9%
Common	8	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
A	19558	9.3%
L	14613	7.0%
M	12746	6.1%
S	12445	5.9%
D	10343	4.9%
I	10190	4.9%
Y	10080	4.8%
R	9144	4.4%
C	8982	4.3%
F	8508	4.1%
O	8411	4.0%
N	7928	3.8%
P	7600	3.6%
E	7212	3.4%
G	7163	3.4%
T	6969	3.3%
H	6863	3.3%
U	6836	3.3%
J	5983	2.9%
X	5536	2.6%
B	5471	2.6%
K	5309	2.5%
W	4693	2.2%
Z	3279	1.6%
V	3269	1.6%

Most frequent Common characters

Value	Count	Frequency (%)
2	3	37.5%
8	2	25.0%
3	1	12.5%
4	1	12.5%
7	1	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	209787	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	19558	9.3%
L	14613	7.0%
M	12746	6.1%
S	12445	5.9%
D	10343	4.9%
I	10190	4.9%
Y	10080	4.8%
R	9144	4.4%
C	8982	4.3%
F	8508	4.1%
O	8411	4.0%
N	7928	3.8%
P	7600	3.6%
E	7212	3.4%
G	7163	3.4%
T	6969	3.3%
H	6863	3.3%
U	6836	3.3%
J	5983	2.9%
X	5536	2.6%
B	5471	2.6%
K	5309	2.5%
W	4693	2.2%
Z	3279	1.6%
V	3269	1.6%
Other values (6)	656	0.3%

DEST_CITY_NAME
Categorical

HIGH CARDINALITY

Distinct	790
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

Miami, FL	3800
New York, NY	3169
Los Angeles, CA	2455
Toronto, Canada	2055
Chicago, IL	2000
Other values (785)	56450

Common Values
Overview

Value	Count	Frequency (%)
Miami, FL	3800	5.4%
New York, NY	3169	4.5%
Los Angeles, CA	2455	3.5%
Toronto, Canada	2055	2.9%
Chicago, IL	2000	2.9%
Houston, TX	1449	2.1%
Newark, NJ	1386	2.0%
Atlanta, GA	1344	1.9%
London, United Kingdom	1188	1.7%
Dallas/Fort Worth, TX	1111	1.6%
San Francisco, CA	1099	1.6%
Cancun, Mexico	1040	1.5%
Fort Lauderdale, FL	1035	1.5%
Washington, DC	1012	1.4%
Boston, MA	919	1.3%
Tokyo, Japan	903	1.3%
Vancouver, Canada	872	1.2%
Mexico City, Mexico	849	1.2%
Orlando, FL	830	1.2%
Montreal, Canada	823	1.2%
Seoul, South Korea	805	1.2%
Paris, France	732	1.0%
Seattle, WA	728	1.0%
Frankfurt, Germany	648	0.9%
Guadalajara, Mexico	643	0.9%
Other values (765)	37034	53.0%

Frequencies of value counts

Unique

Unique	195 ?
Unique (%)	0.3%

Histogram of lengths of the category

Length

Max length	42
Median length	15
Mean length	15.65224728
Min length	8

Overview of Unicode Properties

Unique unicode characters	60
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	120189	11.0%
	101712	9.3%
o	70934	6.5%
n	70459	6.4%
,	70003	6.4%
e	59498	5.4%
i	58921	5.4%
r	44202	4.0%
t	39905	3.6%
l	35352	3.2%
s	28759	2.6%
d	27101	2.5%
u	25816	2.4%
C	25422	2.3%
c	21573	2.0%
m	19053	1.7%
g	18132	1.7%
M	17733	1.6%
A	17636	1.6%
h	17002	1.6%
L	16155	1.5%
N	14190	1.3%
S	12960	1.2%
F	11977	1.1%
T	11326	1.0%
Other values (35)	138536	12.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	713378	65.2%
Uppercase Letter	206436	18.9%
Space Separator	101712	9.3%
Other Punctuation	72605	6.6%
Dash Punctuation	413	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	25422	12.3%
M	17733	8.6%
A	17636	8.5%
L	16155	7.8%
N	14190	6.9%
S	12960	6.3%
F	11977	5.8%
T	11326	5.5%
P	8441	4.1%
B	6801	3.3%
Y	6790	3.3%
D	6166	3.0%
I	6126	3.0%
H	6004	2.9%
G	5780	2.8%
J	5550	2.7%
K	5121	2.5%
R	3707	1.8%
W	3625	1.8%
V	3148	1.5%
X	3123	1.5%
O	3099	1.5%
U	2383	1.2%
E	1716	0.8%
Z	1000	0.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	120189	16.8%
o	70934	9.9%
n	70459	9.9%
e	59498	8.3%
i	58921	8.3%
r	44202	6.2%
t	39905	5.6%
l	35352	5.0%
s	28759	4.0%
d	27101	3.8%
u	25816	3.6%
c	21573	3.0%
m	19053	2.7%
g	18132	2.5%
h	17002	2.4%
k	8688	1.2%
y	8604	1.2%
b	7403	1.0%
p	7299	1.0%
x	7027	1.0%
w	7015	1.0%
v	4048	0.6%
z	2644	0.4%
f	1885	0.3%
j	1672	0.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	70003	96.4%
/	2087	2.9%
.	474	0.7%
'	41	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	101712	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	413	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	919814	84.0%
Common	174732	16.0%

Most frequent Latin characters

Value	Count	Frequency (%)
a	120189	13.1%
o	70934	7.7%
n	70459	7.7%
e	59498	6.5%
i	58921	6.4%
r	44202	4.8%
t	39905	4.3%
l	35352	3.8%
s	28759	3.1%
d	27101	2.9%
u	25816	2.8%
C	25422	2.8%
c	21573	2.3%
m	19053	2.1%
g	18132	2.0%
M	17733	1.9%
A	17636	1.9%
h	17002	1.8%
L	16155	1.8%
N	14190	1.5%
S	12960	1.4%
F	11977	1.3%
T	11326	1.2%
k	8688	0.9%
y	8604	0.9%
Other values (27)	118227	12.9%

Most frequent Common characters

Value	Count	Frequency (%)
	101712	58.2%
,	70003	40.1%
/	2087	1.2%
.	474	0.3%
-	413	0.2%
'	41	< 0.1%
(	1	< 0.1%
)	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1094546	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	120189	11.0%
	101712	9.3%
o	70934	6.5%
n	70459	6.4%
,	70003	6.4%
e	59498	5.4%
i	58921	5.4%
r	44202	4.0%
t	39905	3.6%
l	35352	3.2%
s	28759	2.6%
d	27101	2.5%
u	25816	2.4%
C	25422	2.3%
c	21573	2.0%
m	19053	1.7%
g	18132	1.7%
M	17733	1.6%
A	17636	1.6%
h	17002	1.6%
L	16155	1.5%
N	14190	1.3%
S	12960	1.2%
F	11977	1.1%
T	11326	1.0%
Other values (35)	138536	12.7%

DEST_COUNTRY
Categorical

HIGH CARDINALITY

Distinct	146
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

US	34152
CA	5991
MX	5002
GB	1770
JP	1286
Other values (141)	21728

Common Values
Overview

Value	Count	Frequency (%)
US	34152	48.8%
CA	5991	8.6%
MX	5002	7.2%
GB	1770	2.5%
JP	1286	1.8%
DE	1236	1.8%
CN	1034	1.5%
DO	1020	1.5%
BS	887	1.3%
KR	855	1.2%
FR	852	1.2%
BR	780	1.1%
CO	734	1.0%
CR	626	0.9%
NL	604	0.9%
JM	547	0.8%
CU	518	0.7%
ES	466	0.7%
IT	460	0.7%
HK	417	0.6%
GT	391	0.6%
AU	381	0.5%
TW	359	0.5%
PA	358	0.5%
HN	354	0.5%
Other values (121)	8849	12.7%

Frequencies of value counts

Unique

Unique	13 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
S	36718	26.3%
U	35464	25.4%
C	10111	7.2%
A	8078	5.8%
M	5996	4.3%
X	5240	3.7%
B	4318	3.1%
R	3663	2.6%
E	3440	2.5%
G	2922	2.1%
N	2776	2.0%
D	2484	1.8%
P	2416	1.7%
T	2354	1.7%
O	1982	1.4%
J	1911	1.4%
K	1897	1.4%
H	1570	1.1%
I	1530	1.1%
L	1287	0.9%
F	1088	0.8%
W	764	0.5%
V	680	0.5%
Y	513	0.4%
Z	407	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	139858	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	36718	26.3%
U	35464	25.4%
C	10111	7.2%
A	8078	5.8%
M	5996	4.3%
X	5240	3.7%
B	4318	3.1%
R	3663	2.6%
E	3440	2.5%
G	2922	2.1%
N	2776	2.0%
D	2484	1.8%
P	2416	1.7%
T	2354	1.7%
O	1982	1.4%
J	1911	1.4%
K	1897	1.4%
H	1570	1.1%
I	1530	1.1%
L	1287	0.9%
F	1088	0.8%
W	764	0.5%
V	680	0.5%
Y	513	0.4%
Z	407	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	139858	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
S	36718	26.3%
U	35464	25.4%
C	10111	7.2%
A	8078	5.8%
M	5996	4.3%
X	5240	3.7%
B	4318	3.1%
R	3663	2.6%
E	3440	2.5%
G	2922	2.1%
N	2776	2.0%
D	2484	1.8%
P	2416	1.7%
T	2354	1.7%
O	1982	1.4%
J	1911	1.4%
K	1897	1.4%
H	1570	1.1%
I	1530	1.1%
L	1287	0.9%
F	1088	0.8%
W	764	0.5%
V	680	0.5%
Y	513	0.4%
Z	407	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	139858	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
S	36718	26.3%
U	35464	25.4%
C	10111	7.2%
A	8078	5.8%
M	5996	4.3%
X	5240	3.7%
B	4318	3.1%
R	3663	2.6%
E	3440	2.5%
G	2922	2.1%
N	2776	2.0%
D	2484	1.8%
P	2416	1.7%
T	2354	1.7%
O	1982	1.4%
J	1911	1.4%
K	1897	1.4%
H	1570	1.1%
I	1530	1.1%
L	1287	0.9%
F	1088	0.8%
W	764	0.5%
V	680	0.5%
Y	513	0.4%
Z	407	0.3%

DEST_COUNTRY_NAME
Categorical

HIGH CARDINALITY

Distinct	146
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

United States	34152
Canada	5991
Mexico	5002
United Kingdom	1770
Japan	1286
Other values (141)	21728

Common Values
Overview

Value	Count	Frequency (%)
United States	34152	48.8%
Canada	5991	8.6%
Mexico	5002	7.2%
United Kingdom	1770	2.5%
Japan	1286	1.8%
Germany	1236	1.8%
China	1034	1.5%
Dominican Republic	1020	1.5%
The Bahamas	887	1.3%
South Korea	855	1.2%
France	852	1.2%
Brazil	780	1.1%
Colombia	734	1.0%
Costa Rica	626	0.9%
Netherlands	604	0.9%
Jamaica	547	0.8%
Cuba	518	0.7%
Spain	466	0.7%
Italy	460	0.7%
Hong Kong	417	0.6%
Guatemala	391	0.6%
Australia	381	0.5%
Taiwan	359	0.5%
Panama	358	0.5%
Honduras	354	0.5%
Other values (121)	8849	12.7%

Frequencies of value counts

Unique

Unique	13 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	33
Median length	13
Mean length	10.54974331
Min length	4

Overview of Unicode Properties

Unique unicode characters	52
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
t	111105	15.1%
e	88130	11.9%
a	85093	11.5%
n	59484	8.1%
i	57104	7.7%
d	49501	6.7%
	44035	6.0%
s	40548	5.5%
S	37276	5.1%
U	36310	4.9%
o	15473	2.1%
r	11394	1.5%
c	10399	1.4%
C	9708	1.3%
l	8457	1.1%
m	8363	1.1%
u	7309	1.0%
M	5520	0.7%
x	5196	0.7%
h	5035	0.7%
g	4336	0.6%
b	3666	0.5%
p	3292	0.4%
K	3200	0.4%
B	2651	0.4%
Other values (27)	25148	3.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	580435	78.7%
Uppercase Letter	113187	15.3%
Space Separator	44035	6.0%
Other Punctuation	74	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	37276	32.9%
U	36310	32.1%
C	9708	8.6%
M	5520	4.9%
K	3200	2.8%
B	2651	2.3%
T	1990	1.8%
I	1977	1.7%
G	1954	1.7%
J	1878	1.7%
R	1806	1.6%
A	1554	1.4%
D	1196	1.1%
N	1171	1.0%
F	1083	1.0%
P	1057	0.9%
E	986	0.9%
H	961	0.8%
V	333	0.3%
L	296	0.3%
Q	141	0.1%
Z	139	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	111105	19.1%
e	88130	15.2%
a	85093	14.7%
n	59484	10.2%
i	57104	9.8%
d	49501	8.5%
s	40548	7.0%
o	15473	2.7%
r	11394	2.0%
c	10399	1.8%
l	8457	1.5%
m	8363	1.4%
u	7309	1.3%
x	5196	0.9%
h	5035	0.9%
g	4336	0.7%
b	3666	0.6%
p	3292	0.6%
y	2571	0.4%
z	1534	0.3%
w	1079	0.2%
k	572	0.1%
v	500	0.1%
f	162	< 0.1%
q	71	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	44035	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
,	74	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	1	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	693622	94.0%
Common	44111	6.0%

Most frequent Latin characters

Value	Count	Frequency (%)
t	111105	16.0%
e	88130	12.7%
a	85093	12.3%
n	59484	8.6%
i	57104	8.2%
d	49501	7.1%
s	40548	5.8%
S	37276	5.4%
U	36310	5.2%
o	15473	2.2%
r	11394	1.6%
c	10399	1.5%
C	9708	1.4%
l	8457	1.2%
m	8363	1.2%
u	7309	1.1%
M	5520	0.8%
x	5196	0.7%
h	5035	0.7%
g	4336	0.6%
b	3666	0.5%
p	3292	0.5%
K	3200	0.5%
B	2651	0.4%
y	2571	0.4%
Other values (23)	22501	3.2%

Most frequent Common characters

Value	Count	Frequency (%)
	44035	99.8%
,	74	0.2%
(	1	< 0.1%
)	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	737733	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
t	111105	15.1%
e	88130	11.9%
a	85093	11.5%
n	59484	8.1%
i	57104	7.7%
d	49501	6.7%
	44035	6.0%
s	40548	5.5%
S	37276	5.1%
U	36310	4.9%
o	15473	2.1%
r	11394	1.5%
c	10399	1.4%
C	9708	1.3%
l	8457	1.1%
m	8363	1.1%
u	7309	1.0%
M	5520	0.7%
x	5196	0.7%
h	5035	0.7%
g	4336	0.6%
b	3666	0.5%
p	3292	0.4%
K	3200	0.4%
B	2651	0.4%
Other values (27)	25148	3.4%

DEST_WAC
Real number (ℝ_≥0)

Distinct	209
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	267.22111
Minimum	1
Maximum	961
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	1
5-th percentile	21
Q1	36
median	118
Q3	433
95-th percentile	936
Maximum	961
Range	960
Interquartile range (IQR)	397

Descriptive statistics

Standard deviation	297.4513637
Coefficient of variation (CV)	1.113128239
Kurtosis	-0.08767486721
Mean	267.22111
Median Absolute Deviation (MAD)	96
Skewness	1.136444338
Sum	18686505
Variance	88477.31374
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33	6380	9.1%
148	5002	7.2%
91	4325	6.2%
22	3397	4.9%
74	3117	4.5%
936	2693	3.9%
41	2013	2.9%
493	1770	2.5%
21	1676	2.4%
34	1370	2.0%
736	1286	1.8%
429	1236	1.8%
906	1094	1.6%
38	1067	1.5%
713	1034	1.5%
224	1020	1.5%
13	948	1.4%
941	904	1.3%
204	887	1.3%
778	855	1.2%
427	852	1.2%
916	817	1.2%
93	814	1.2%
316	780	1.1%
327	734	1.0%
Other values (184)	23858	34.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	463	0.7%
2	697	1.0%
3	617	0.9%
4	46	0.1%
5	521	0.7%
11	79	0.1%
12	43	0.1%
13	948	1.4%
14	14	< 0.1%
15	34	< 0.1%

Value	Count	Frequency (%)
961	54	0.1%
956	6	< 0.1%
951	117	0.2%
946	25	< 0.1%
941	904	1.3%
936	2693	3.9%
926	219	0.3%
921	61	0.1%
916	817	1.2%
911	1	< 0.1%

YEAR
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

2016	69929

Value	Count	Frequency (%)
2016	69929	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	69929	25.0%
0	69929	25.0%
1	69929	25.0%
6	69929	25.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	279716	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	69929	25.0%
0	69929	25.0%
1	69929	25.0%
6	69929	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	279716	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
2	69929	25.0%
0	69929	25.0%
1	69929	25.0%
6	69929	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	279716	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	69929	25.0%
0	69929	25.0%
1	69929	25.0%
6	69929	25.0%

QUARTER
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

3	17581
2	17522
4	17433
1	17393

Value	Count	Frequency (%)
3	17581	25.1%
2	17522	25.1%
4	17433	24.9%
1	17393	24.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
3	17581	25.1%
2	17522	25.1%
4	17433	24.9%
1	17393	24.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	69929	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	17581	25.1%
2	17522	25.1%
4	17433	24.9%
1	17393	24.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	69929	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
3	17581	25.1%
2	17522	25.1%
4	17433	24.9%
1	17393	24.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69929	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
3	17581	25.1%
2	17522	25.1%
4	17433	24.9%
1	17393	24.9%

MONTH
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.49997855
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.450949562
Coefficient of variation (CV)	0.5309170694
Kurtosis	-1.207608921
Mean	6.49997855
Median Absolute Deviation (MAD)	3
Skewness	0.004439513632
Sum	454537
Variance	11.90905288
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	6020	8.6%
12	5982	8.6%
7	5973	8.5%
4	5907	8.4%
1	5885	8.4%
3	5846	8.4%
5	5815	8.3%
6	5800	8.3%
11	5730	8.2%
10	5721	8.2%
2	5662	8.1%
9	5588	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5885	8.4%
2	5662	8.1%
3	5846	8.4%
4	5907	8.4%
5	5815	8.3%
6	5800	8.3%
7	5973	8.5%
8	6020	8.6%
9	5588	8.0%
10	5721	8.2%

Value	Count	Frequency (%)
12	5982	8.6%
11	5730	8.2%
10	5721	8.2%
9	5588	8.0%
8	6020	8.6%
7	5973	8.5%
6	5800	8.3%
5	5815	8.3%
4	5907	8.4%
3	5846	8.4%

DISTANCE_GROUP
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.224770839
Minimum	1
Maximum	22
Zeros	0
Zeros (%)	0.0%
Memory size	546.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	9
95-th percentile	15
Maximum	22
Range	21
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.475976392
Coefficient of variation (CV)	0.7190588228
Kurtosis	-0.3581810983
Mean	6.224770839
Median Absolute Deviation (MAD)	3
Skewness	0.793858927
Sum	435292
Variance	20.03436466
Monotocity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
3	11855	17.0%
4	9026	12.9%
1	7556	10.8%
2	7453	10.7%
9	4614	6.6%
8	4493	6.4%
5	4093	5.9%
11	3529	5.0%
10	3500	5.0%
12	2364	3.4%
14	2232	3.2%
7	2062	2.9%
15	1711	2.4%
6	1613	2.3%
13	1353	1.9%
17	1000	1.4%
16	846	1.2%
18	273	0.4%
19	173	0.2%
20	156	0.2%
21	26	< 0.1%
22	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	7556	10.8%
2	7453	10.7%
3	11855	17.0%
4	9026	12.9%
5	4093	5.9%
6	1613	2.3%
7	2062	2.9%
8	4493	6.4%
9	4614	6.6%
10	3500	5.0%

Value	Count	Frequency (%)
22	1	< 0.1%
21	26	< 0.1%
20	156	0.2%
19	173	0.2%
18	273	0.4%
17	1000	1.4%
16	846	1.2%
15	1711	2.4%
14	2232	3.2%
13	1353	1.9%

CLASS
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	546.4 KiB

F	50531
G	7883
L	7854
P	3661

Value	Count	Frequency (%)
F	50531	72.3%
G	7883	11.3%
L	7854	11.2%
P	3661	5.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	4
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
F	50531	72.3%
G	7883	11.3%
L	7854	11.2%
P	3661	5.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	69929	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
F	50531	72.3%
G	7883	11.3%
L	7854	11.2%
P	3661	5.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	69929	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
F	50531	72.3%
G	7883	11.3%
L	7854	11.2%
P	3661	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69929	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
F	50531	72.3%
G	7883	11.3%
L	7854	11.2%
P	3661	5.2%

Unnamed: 34
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	69929
Missing (%)	100.0%
Memory size	546.4 KiB

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	FREIGHT	DISTANCE	UNIQUE_CARRIER	AIRLINE_ID	UNIQUE_CARRIER_NAME	UNIQUE_CARRIER_ENTITY	REGION	CARRIER	CARRIER_NAME	CARRIER_GROUP	CARRIER_GROUP_NEW	ORIGIN_AIRPORT_ID	ORIGIN_AIRPORT_SEQ_ID	ORIGIN_CITY_MARKET_ID	ORIGIN	ORIGIN_CITY_NAME	ORIGIN_COUNTRY	ORIGIN_COUNTRY_NAME	ORIGIN_WAC	DEST_AIRPORT_ID	DEST_AIRPORT_SEQ_ID	DEST_CITY_MARKET_ID	DEST	DEST_CITY_NAME	DEST_COUNTRY	DEST_COUNTRY_NAME	DEST_WAC	YEAR	QUARTER	MONTH	DISTANCE_GROUP	CLASS	Unnamed: 34
0	1350.0	136.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	11898	1189802	31898	GFK	Grand Forks, ND	US	United States	66	16232	1623202	36232	YWG	Winnipeg, Canada	CA	Canada	926	2016	1	3	1	G	NaN
1	1249813.0	746.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	12339	1233904	32337	IND	Indianapolis, IN	US	United States	42	16128	1612803	36083	YMX	Montreal, Canada	CA	Canada	941	2016	1	3	2	G	NaN
2	1735306.0	440.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	12339	1233904	32337	IND	Indianapolis, IN	US	United States	42	16271	1627102	36106	YYZ	Toronto, Canada	CA	Canada	936	2016	1	3	1	G	NaN
3	889478.0	1706.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	16042	1604202	36039	YEG	Edmonton, Canada	CA	Canada	916	2016	1	3	4	G	NaN
4	2155437.0	1113.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	16128	1612803	36083	YMX	Montreal, Canada	CA	Canada	941	2016	1	3	3	G	NaN
5	1737431.0	1944.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	16229	1622902	31215	YVR	Vancouver, Canada	CA	Canada	906	2016	1	3	4	G	NaN
6	985884.0	1090.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	16232	1623202	36232	YWG	Winnipeg, Canada	CA	Canada	926	2016	1	3	3	G	NaN
7	1486385.0	1633.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	16257	1625703	30863	YYC	Calgary, Canada	CA	Canada	916	2016	1	3	4	G	NaN
8	5005038.0	812.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	16271	1627102	36106	YYZ	Toronto, Canada	CA	Canada	936	2016	1	3	2	G	NaN
9	300613.0	1706.0	FX	20107	Federal Express Corporation	06200	D	FX	Federal Express Corporation	3	3	16042	1604202	36039	YEG	Edmonton, Canada	CA	Canada	916	13244	1324402	33244	MEM	Memphis, TN	US	United States	54	2016	1	3	4	G	NaN

Last rows

	PASSENGERS	FREIGHT	DISTANCE	UNIQUE_CARRIER	AIRLINE_ID	UNIQUE_CARRIER_NAME	UNIQUE_CARRIER_ENTITY	REGION	CARRIER	CARRIER_NAME	ORIGIN_AIRPORT_ID	ORIGIN_AIRPORT_SEQ_ID	ORIGIN_CITY_MARKET_ID	ORIGIN	ORIGIN_CITY_NAME	ORIGIN_COUNTRY	ORIGIN_COUNTRY_NAME	ORIGIN_WAC	DEST_AIRPORT_ID	DEST_AIRPORT_SEQ_ID	DEST_CITY_MARKET_ID	DEST	DEST_CITY_NAME	DEST_COUNTRY	DEST_COUNTRY_NAME	DEST_WAC	YEAR	QUARTER	MONTH	DISTANCE_GROUP	CLASS	Unnamed: 34
69919	56463.0	2953636.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12478	1247803	31703	JFK	New York, NY	US	United States	22	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	2016	2	4	7	F	NaN
69920	56784.0	4812982.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	12478	1247803	31703	JFK	New York, NY	US	United States	22	2016	2	6	7	F	NaN
69921	56995.0	2843005.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12478	1247803	31703	JFK	New York, NY	US	United States	22	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	2016	3	8	7	F	NaN
69922	57404.0	2593994.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12478	1247803	31703	JFK	New York, NY	US	United States	22	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	2016	3	9	7	F	NaN
69923	58108.0	4742021.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	12478	1247803	31703	JFK	New York, NY	US	United States	22	2016	4	10	7	F	NaN
69924	58192.0	4995617.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	12478	1247803	31703	JFK	New York, NY	US	United States	22	2016	2	5	7	F	NaN
69925	59775.0	2643315.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12478	1247803	31703	JFK	New York, NY	US	United States	22	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	2016	2	5	7	F	NaN
69926	60485.0	2719677.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12478	1247803	31703	JFK	New York, NY	US	United States	22	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	2016	2	6	7	F	NaN
69927	61057.0	4903648.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	12478	1247803	31703	JFK	New York, NY	US	United States	22	2016	3	7	7	F	NaN
69928	61804.0	4272444.0	3451.0	BA	19540	British Airways Plc	9493E	I	BA	British Airways Plc	12972	1297204	30730	LHR	London, United Kingdom	GB	United Kingdom	493	12478	1247803	31703	JFK	New York, NY	US	United States	22	2016	3	8	7	F	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most frequent Dash Punctuation characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most frequent Dash Punctuation characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters